Overview
Brought to you by YData
Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 19965 |
| Missing cells | 21602 |
| Missing cells (%) | 2.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 36.9 MiB |
| Average record size in memory | 1.9 KiB |
Variable types
| Categorical | 9 |
|---|---|
| Numeric | 17 |
| Text | 12 |
| Unsupported | 1 |
a_minus is highly overall correlated with b_minus and 1 other fields | High correlation |
average_grade is highly overall correlated with b and 3 other fields | High correlation |
b is highly overall correlated with average_grade and 1 other fields | High correlation |
b_minus is highly overall correlated with a_minus and 4 other fields | High correlation |
b_plus is highly overall correlated with a_minus and 2 other fields | High correlation |
c is highly overall correlated with average_grade and 2 other fields | High correlation |
c_minus is highly overall correlated with b_minus and 1 other fields | High correlation |
c_plus is highly overall correlated with average_grade and 3 other fields | High correlation |
d is highly overall correlated with c | High correlation |
part_of_term is highly imbalanced (66.6%) | Imbalance |
section_credit_hours is highly imbalanced (62.8%) | Imbalance |
section_status is highly imbalanced (99.7%) | Imbalance |
subject_section has 982 (4.9%) missing values | Missing |
part_of_term has 655 (3.3%) missing values | Missing |
credit_hours has 19965 (100.0%) missing values | Missing |
credit_hours is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
a_plus has 5025 (25.2%) zeros | Zeros |
a_minus has 2912 (14.6%) zeros | Zeros |
b_plus has 3848 (19.3%) zeros | Zeros |
b has 3085 (15.5%) zeros | Zeros |
b_minus has 7973 (39.9%) zeros | Zeros |
c_plus has 10415 (52.2%) zeros | Zeros |
c has 9405 (47.1%) zeros | Zeros |
c_minus has 13268 (66.5%) zeros | Zeros |
d_plus has 15822 (79.2%) zeros | Zeros |
d has 14264 (71.4%) zeros | Zeros |
d_minus has 16769 (84.0%) zeros | Zeros |
f has 11269 (56.4%) zeros | Zeros |
w has 17651 (88.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-12 02:00:57.206652 |
|---|---|
| Analysis finished | 2025-05-12 02:01:40.293454 |
| Duration | 43.09 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
year
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 2022 | |
|---|---|
| 2023 | |
| 2021 | |
| 2020 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2020 |
|---|---|
| 2nd row | 2020 |
| 3rd row | 2020 |
| 4th row | 2020 |
| 5th row | 2020 |
Common Values
| Value | Count | Frequency (%) |
| 2022 | 5178 | |
| 2023 | 5134 | |
| 2021 | 5090 | |
| 2020 | 4563 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2022 | 5178 | |
| 2023 | 5134 | |
| 2021 | 5090 | |
| 2020 | 4563 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 45108 | |
| 0 | 24528 | |
| 3 | 5134 | 6.4% |
| 1 | 5090 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 79860 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 45108 | |
| 0 | 24528 | |
| 3 | 5134 | 6.4% |
| 1 | 5090 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 79860 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 45108 | |
| 0 | 24528 | |
| 3 | 5134 | 6.4% |
| 1 | 5090 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 79860 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 45108 | |
| 0 | 24528 | |
| 3 | 5134 | 6.4% |
| 1 | 5090 | 6.4% |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9084899 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | FALL |
|---|---|
| 2nd row | FALL |
| 3rd row | FALL |
| 4th row | FALL |
| 5th row | FALL |
Common Values
| Value | Count | Frequency (%) |
| FALL | 10896 | |
| SPRING | 9069 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| fall | 10896 | |
| spring | 9069 |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 21792 | |
| F | 10896 | |
| A | 10896 | |
| S | 9069 | |
| P | 9069 | |
| R | 9069 | |
| I | 9069 | |
| N | 9069 | |
| G | 9069 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 97998 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 21792 | |
| F | 10896 | |
| A | 10896 | |
| S | 9069 | |
| P | 9069 | |
| R | 9069 | |
| I | 9069 | |
| N | 9069 | |
| G | 9069 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 97998 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 21792 | |
| F | 10896 | |
| A | 10896 | |
| S | 9069 | |
| P | 9069 | |
| R | 9069 | |
| I | 9069 | |
| N | 9069 | |
| G | 9069 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 97998 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 21792 | |
| F | 10896 | |
| A | 10896 | |
| S | 9069 | |
| P | 9069 | |
| R | 9069 | |
| I | 9069 | |
| N | 9069 | |
| G | 9069 |
crn
Real number (ℝ)
| Distinct | 8096 |
|---|---|
| Distinct (%) | 40.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53458.682 |
| Minimum | 10051 |
|---|---|
| Maximum | 78820 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 10051 |
|---|---|
| 5-th percentile | 31044.4 |
| Q1 | 37449 |
| median | 55464 |
| Q3 | 67938 |
| 95-th percentile | 74665.6 |
| Maximum | 78820 |
| Range | 68769 |
| Interquartile range (IQR) | 30489 |
Descriptive statistics
| Standard deviation | 15376.586 |
|---|---|
| Coefficient of variation (CV) | 0.28763497 |
| Kurtosis | -1.4422438 |
| Mean | 53458.682 |
| Median Absolute Deviation (MAD) | 14793 |
| Skewness | -0.11410167 |
| Sum | 1.0673026 × 109 |
| Variance | 2.3643941 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53068 | 28 | 0.1% |
| 53066 | 24 | 0.1% |
| 55158 | 22 | 0.1% |
| 65138 | 13 | 0.1% |
| 56271 | 12 | 0.1% |
| 75873 | 12 | 0.1% |
| 35803 | 12 | 0.1% |
| 35802 | 11 | 0.1% |
| 61888 | 10 | 0.1% |
| 29863 | 10 | 0.1% |
| Other values (8086) | 19811 |
| Value | Count | Frequency (%) |
| 10051 | 2 | |
| 11484 | 1 | < 0.1% |
| 15375 | 1 | < 0.1% |
| 20680 | 1 | < 0.1% |
| 22099 | 2 | |
| 27106 | 1 | < 0.1% |
| 27137 | 1 | < 0.1% |
| 29649 | 4 | |
| 29650 | 2 | |
| 29656 | 4 |
| Value | Count | Frequency (%) |
| 78820 | 1 | |
| 78770 | 1 | |
| 78742 | 1 | |
| 78664 | 1 | |
| 78662 | 1 | |
| 78661 | 1 | |
| 78660 | 1 | |
| 78644 | 2 | |
| 78636 | 1 | |
| 78635 | 1 |
subject_section
Text
Missing 
| Distinct | 1458 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 982 |
| Missing (%) | 4.9% |
| Memory size | 1.1 MiB |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.0909235 |
| Min length | 1 |
Unique
| Unique | 480 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | AD1 |
|---|---|
| 2nd row | AD2 |
| 3rd row | AD3 |
| 4th row | AD4 |
| 5th row | AD5 |
| Value | Count | Frequency (%) |
| a | 3614 | 19.0% |
| al1 | 1490 | 7.8% |
| b | 882 | 4.6% |
| c | 447 | 2.4% |
| onl | 365 | 1.9% |
| d | 321 | 1.7% |
| e | 247 | 1.3% |
| f | 187 | 1.0% |
| ad1 | 186 | 1.0% |
| al2 | 183 | 1.0% |
| Other values (1444) | 11061 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 9871 | |
| 1 | 4170 | |
| L | 3375 | 8.5% |
| D | 3369 | 8.5% |
| B | 2317 | 5.8% |
| 3 | 1480 | 3.7% |
| O | 1471 | 3.7% |
| 2 | 1412 | 3.6% |
| C | 1402 | 3.5% |
| E | 1314 | 3.3% |
| Other values (28) | 9511 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 39692 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 9871 | |
| 1 | 4170 | |
| L | 3375 | 8.5% |
| D | 3369 | 8.5% |
| B | 2317 | 5.8% |
| 3 | 1480 | 3.7% |
| O | 1471 | 3.7% |
| 2 | 1412 | 3.6% |
| C | 1402 | 3.5% |
| E | 1314 | 3.3% |
| Other values (28) | 9511 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 39692 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 9871 | |
| 1 | 4170 | |
| L | 3375 | 8.5% |
| D | 3369 | 8.5% |
| B | 2317 | 5.8% |
| 3 | 1480 | 3.7% |
| O | 1471 | 3.7% |
| 2 | 1412 | 3.6% |
| C | 1402 | 3.5% |
| E | 1314 | 3.3% |
| Other values (28) | 9511 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 39692 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 9871 | |
| 1 | 4170 | |
| L | 3375 | 8.5% |
| D | 3369 | 8.5% |
| B | 2317 | 5.8% |
| 3 | 1480 | 3.7% |
| O | 1471 | 3.7% |
| 2 | 1412 | 3.6% |
| C | 1402 | 3.5% |
| E | 1314 | 3.3% |
| Other values (28) | 9511 |
course_number
Real number (ℝ)
| Distinct | 508 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 307.285 |
| Minimum | 100 |
|---|---|
| Maximum | 798 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 189 |
| median | 301 |
| Q3 | 435 |
| 95-th percentile | 571 |
| Maximum | 798 |
| Range | 698 |
| Interquartile range (IQR) | 246 |
Descriptive statistics
| Standard deviation | 155.95698 |
|---|---|
| Coefficient of variation (CV) | 0.50753202 |
| Kurtosis | -0.98905205 |
| Mean | 307.285 |
| Median Absolute Deviation (MAD) | 131 |
| Skewness | 0.25160471 |
| Sum | 6134945 |
| Variance | 24322.578 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 1211 | 6.1% |
| 101 | 1185 | 5.9% |
| 102 | 361 | 1.8% |
| 201 | 320 | 1.6% |
| 103 | 285 | 1.4% |
| 150 | 248 | 1.2% |
| 250 | 245 | 1.2% |
| 202 | 221 | 1.1% |
| 199 | 216 | 1.1% |
| 104 | 213 | 1.1% |
| Other values (498) | 15460 |
| Value | Count | Frequency (%) |
| 100 | 1211 | |
| 101 | 1185 | |
| 102 | 361 | 1.8% |
| 103 | 285 | 1.4% |
| 104 | 213 | 1.1% |
| 105 | 78 | 0.4% |
| 106 | 16 | 0.1% |
| 107 | 31 | 0.2% |
| 108 | 21 | 0.1% |
| 109 | 37 | 0.2% |
| Value | Count | Frequency (%) |
| 798 | 1 | < 0.1% |
| 797 | 6 | < 0.1% |
| 796 | 3 | < 0.1% |
| 795 | 2 | < 0.1% |
| 794 | 8 | |
| 792 | 18 | |
| 694 | 4 | < 0.1% |
| 686 | 3 | < 0.1% |
| 684 | 3 | < 0.1% |
| 682 | 7 | < 0.1% |
course_title
Text
| Distinct | 3456 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
Length
| Max length | 30 |
|---|---|
| Median length | 25 |
| Mean length | 23.606061 |
| Min length | 3 |
Unique
| Unique | 953 ? |
|---|---|
| Unique (%) | 4.8% |
Sample
| 1st row | Intro Asian American Studies |
|---|---|
| 2nd row | Intro Asian American Studies |
| 3rd row | Intro Asian American Studies |
| 4th row | Intro Asian American Studies |
| 5th row | Intro Asian American Studies |
| Value | Count | Frequency (%) |
| 2449 | 3.7% | |
| and | 2150 | 3.2% |
| to | 2072 | 3.1% |
| intro | 1671 | 2.5% |
| of | 1604 | 2.4% |
| in | 1468 | 2.2% |
| i | 901 | 1.3% |
| introduction | 898 | 1.3% |
| design | 768 | 1.1% |
| ii | 742 | 1.1% |
| Other values (2635) | 52346 |
Most occurring characters
| Value | Count | Frequency (%) |
| 47104 | 10.0% | |
| i | 36695 | 7.8% |
| n | 35737 | 7.6% |
| e | 35011 | 7.4% |
| o | 31644 | 6.7% |
| t | 30626 | 6.5% |
| a | 28776 | 6.1% |
| r | 24953 | 5.3% |
| s | 23223 | 4.9% |
| c | 20417 | 4.3% |
| Other values (66) | 157109 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 471295 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 47104 | 10.0% | |
| i | 36695 | 7.8% |
| n | 35737 | 7.6% |
| e | 35011 | 7.4% |
| o | 31644 | 6.7% |
| t | 30626 | 6.5% |
| a | 28776 | 6.1% |
| r | 24953 | 5.3% |
| s | 23223 | 4.9% |
| c | 20417 | 4.3% |
| Other values (66) | 157109 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 471295 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 47104 | 10.0% | |
| i | 36695 | 7.8% |
| n | 35737 | 7.6% |
| e | 35011 | 7.4% |
| o | 31644 | 6.7% |
| t | 30626 | 6.5% |
| a | 28776 | 6.1% |
| r | 24953 | 5.3% |
| s | 23223 | 4.9% |
| c | 20417 | 4.3% |
| Other values (66) | 157109 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 471295 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 47104 | 10.0% | |
| i | 36695 | 7.8% |
| n | 35737 | 7.6% |
| e | 35011 | 7.4% |
| o | 31644 | 6.7% |
| t | 30626 | 6.5% |
| a | 28776 | 6.1% |
| r | 24953 | 5.3% |
| s | 23223 | 4.9% |
| c | 20417 | 4.3% |
| Other values (66) | 157109 |
description
Text
| Distinct | 3510 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 MiB |
Length
| Max length | 1858 |
|---|---|
| Median length | 832 |
| Mean length | 423.23857 |
| Min length | 16 |
Unique
| Unique | 925 ? |
|---|---|
| Unique (%) | 4.6% |
Sample
| 1st row | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. |
|---|---|
| 2nd row | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. |
| 3rd row | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. |
| 4th row | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. |
| 5th row | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. |
| Value | Count | Frequency (%) |
| and | 83775 | 7.0% |
| of | 55381 | 4.6% |
| the | 45829 | 3.8% |
| to | 26193 | 2.2% |
| in | 24918 | 2.1% |
| for | 16296 | 1.4% |
| or | 14568 | 1.2% |
| a | 12263 | 1.0% |
| hours | 11970 | 1.0% |
| prerequisite | 11077 | 0.9% |
| Other values (12276) | 899069 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1181791 | ||
| e | 748791 | 8.9% |
| i | 587778 | 7.0% |
| n | 561843 | 6.6% |
| t | 552731 | 6.5% |
| a | 536700 | 6.4% |
| o | 520131 | 6.2% |
| s | 488164 | 5.8% |
| r | 465437 | 5.5% |
| c | 290969 | 3.4% |
| Other values (85) | 2515623 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8449958 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1181791 | ||
| e | 748791 | 8.9% |
| i | 587778 | 7.0% |
| n | 561843 | 6.6% |
| t | 552731 | 6.5% |
| a | 536700 | 6.4% |
| o | 520131 | 6.2% |
| s | 488164 | 5.8% |
| r | 465437 | 5.5% |
| c | 290969 | 3.4% |
| Other values (85) | 2515623 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8449958 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1181791 | ||
| e | 748791 | 8.9% |
| i | 587778 | 7.0% |
| n | 561843 | 6.6% |
| t | 552731 | 6.5% |
| a | 536700 | 6.4% |
| o | 520131 | 6.2% |
| s | 488164 | 5.8% |
| r | 465437 | 5.5% |
| c | 290969 | 3.4% |
| Other values (85) | 2515623 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8449958 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1181791 | ||
| e | 748791 | 8.9% |
| i | 587778 | 7.0% |
| n | 561843 | 6.6% |
| t | 552731 | 6.5% |
| a | 536700 | 6.4% |
| o | 520131 | 6.2% |
| s | 488164 | 5.8% |
| r | 465437 | 5.5% |
| c | 290969 | 3.4% |
| Other values (85) | 2515623 |
part_of_term
Categorical
Imbalance  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 655 |
| Missing (%) | 3.3% |
| Memory size | 1.1 MiB |
| 1.0 | |
|---|---|
| 2.0 | 1190 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 18120 | |
| 2.0 | 1190 | 6.0% |
| (Missing) | 655 | 3.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 18120 | |
| 2.0 | 1190 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 19310 | |
| 0 | 19310 | |
| 1 | 18120 | |
| 2 | 1190 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 57930 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 19310 | |
| 0 | 19310 | |
| 1 | 18120 | |
| 2 | 1190 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 57930 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 19310 | |
| 0 | 19310 | |
| 1 | 18120 | |
| 2 | 1190 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 57930 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 19310 | |
| 0 | 19310 | |
| 1 | 18120 | |
| 2 | 1190 | 2.1% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 99 |
|---|---|
| Median length | 7 |
| Mean length | 16.673328 |
| Min length | 7 |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. |
|---|---|
| 2nd row | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. |
| 3rd row | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. |
| 4th row | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. |
| 5th row | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. |
| Value | Count | Frequency (%) |
| unknown | 14922 | |
| 9070 | ||
| course | 5043 | 9.0% |
| sci | 3465 | 6.2% |
| studies | 1850 | 3.3% |
| cultural | 1850 | 3.3% |
| and | 1845 | 3.3% |
| beh | 1809 | 3.2% |
| humanities | 1594 | 2.9% |
| social | 1449 | 2.6% |
| Other values (29) | 12858 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 54319 | |
| 35790 | 10.8% | |
| o | 26543 | 8.0% |
| i | 18223 | 5.5% |
| e | 16246 | 4.9% |
| U | 15662 | 4.7% |
| k | 14922 | 4.5% |
| w | 14922 | 4.5% |
| s | 13582 | 4.1% |
| c | 13424 | 4.0% |
| Other values (36) | 109250 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 332883 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 54319 | |
| 35790 | 10.8% | |
| o | 26543 | 8.0% |
| i | 18223 | 5.5% |
| e | 16246 | 4.9% |
| U | 15662 | 4.7% |
| k | 14922 | 4.5% |
| w | 14922 | 4.5% |
| s | 13582 | 4.1% |
| c | 13424 | 4.0% |
| Other values (36) | 109250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 332883 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 54319 | |
| 35790 | 10.8% | |
| o | 26543 | 8.0% |
| i | 18223 | 5.5% |
| e | 16246 | 4.9% |
| U | 15662 | 4.7% |
| k | 14922 | 4.5% |
| w | 14922 | 4.5% |
| s | 13582 | 4.1% |
| c | 13424 | 4.0% |
| Other values (36) | 109250 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 332883 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 54319 | |
| 35790 | 10.8% | |
| o | 26543 | 8.0% |
| i | 18223 | 5.5% |
| e | 16246 | 4.9% |
| U | 15662 | 4.7% |
| k | 14922 | 4.5% |
| w | 14922 | 4.5% |
| s | 13582 | 4.1% |
| c | 13424 | 4.0% |
| Other values (36) | 109250 |
credit_hours
Unsupported
Missing  Rejected  Unsupported 
| Missing | 19965 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 156.1 KiB |
section_credit_hours
Categorical
Imbalance 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Unknown | |
|---|---|
| 3 hours | |
| 4 hours | 1338 |
| 1 hours | 514 |
| 2 hours | 488 |
| Other values (4) | 20 |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.0008515 |
| Min length | 7 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Unknown |
|---|---|
| 2nd row | Unknown |
| 3rd row | Unknown |
| 4th row | Unknown |
| 5th row | Unknown |
Common Values
| Value | Count | Frequency (%) |
| Unknown | 15394 | |
| 3 hours | 2211 | 11.1% |
| 4 hours | 1338 | 6.7% |
| 1 hours | 514 | 2.6% |
| 2 hours | 488 | 2.4% |
| 5 hours | 9 | < 0.1% |
| 4.5 hours | 8 | < 0.1% |
| 8 hours | 2 | < 0.1% |
| 12 hours | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| unknown | 15394 | |
| hours | 4571 | 18.6% |
| 3 | 2211 | 9.0% |
| 4 | 1338 | 5.5% |
| 1 | 514 | 2.1% |
| 2 | 488 | 2.0% |
| 5 | 9 | < 0.1% |
| 4.5 | 8 | < 0.1% |
| 8 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 46182 | |
| o | 19965 | |
| U | 15394 | 11.0% |
| k | 15394 | 11.0% |
| w | 15394 | 11.0% |
| 4571 | 3.3% | |
| h | 4571 | 3.3% |
| u | 4571 | 3.3% |
| r | 4571 | 3.3% |
| s | 4571 | 3.3% |
| Other values (7) | 4588 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 139772 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 46182 | |
| o | 19965 | |
| U | 15394 | 11.0% |
| k | 15394 | 11.0% |
| w | 15394 | 11.0% |
| 4571 | 3.3% | |
| h | 4571 | 3.3% |
| u | 4571 | 3.3% |
| r | 4571 | 3.3% |
| s | 4571 | 3.3% |
| Other values (7) | 4588 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 139772 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 46182 | |
| o | 19965 | |
| U | 15394 | 11.0% |
| k | 15394 | 11.0% |
| w | 15394 | 11.0% |
| 4571 | 3.3% | |
| h | 4571 | 3.3% |
| u | 4571 | 3.3% |
| r | 4571 | 3.3% |
| s | 4571 | 3.3% |
| Other values (7) | 4588 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 139772 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 46182 | |
| o | 19965 | |
| U | 15394 | 11.0% |
| k | 15394 | 11.0% |
| w | 15394 | 11.0% |
| 4571 | 3.3% | |
| h | 4571 | 3.3% |
| u | 4571 | 3.3% |
| r | 4571 | 3.3% |
| s | 4571 | 3.3% |
| Other values (7) | 4588 | 3.3% |
section_status
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| A | |
|---|---|
| P | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 19961 | |
| P | 4 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| a | 19961 | |
| p | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 19961 | |
| P | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19965 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 19961 | |
| P | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19965 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 19961 | |
| P | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19965 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 19961 | |
| P | 4 | < 0.1% |
section_type
Categorical
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| Lecture-Discussion | |
|---|---|
| Online | |
| Lecture | |
| Discussion/Recitation | |
| Online Lecture | |
| Other values (13) |
Length
| Max length | 25 |
|---|---|
| Median length | 21 |
| Mean length | 13.198598 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Online Discussion |
|---|---|
| 2nd row | Online Discussion |
| 3rd row | Online Discussion |
| 4th row | Online Discussion |
| 5th row | Online Discussion |
Common Values
| Value | Count | Frequency (%) |
| Lecture-Discussion | 6564 | |
| Online | 4549 | |
| Lecture | 2883 | |
| Discussion/Recitation | 2179 | 10.9% |
| Online Lecture | 1671 | 8.4% |
| Online Discussion | 827 | 4.1% |
| Laboratory | 760 | 3.8% |
| Online Lab | 208 | 1.0% |
| Laboratory-Discussion | 140 | 0.7% |
| Practice | 64 | 0.3% |
| Other values (8) | 120 | 0.6% |
Length
| Value | Count | Frequency (%) |
| online | 7285 | |
| lecture-discussion | 6564 | |
| lecture | 4584 | |
| discussion/recitation | 2179 | 9.6% |
| discussion | 857 | 3.8% |
| laboratory | 760 | 3.3% |
| lab | 208 | 0.9% |
| laboratory-discussion | 140 | 0.6% |
| practice | 64 | 0.3% |
| studio | 34 | 0.1% |
| Other values (8) | 69 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 31935 | |
| i | 31253 | |
| s | 29227 | |
| n | 26572 | |
| c | 23242 | |
| u | 20928 | |
| t | 16525 | 6.3% |
| o | 13788 | 5.2% |
| r | 13050 | 5.0% |
| L | 12256 | 4.7% |
| Other values (23) | 44734 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 263510 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 31935 | |
| i | 31253 | |
| s | 29227 | |
| n | 26572 | |
| c | 23242 | |
| u | 20928 | |
| t | 16525 | 6.3% |
| o | 13788 | 5.2% |
| r | 13050 | 5.0% |
| L | 12256 | 4.7% |
| Other values (23) | 44734 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 263510 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 31935 | |
| i | 31253 | |
| s | 29227 | |
| n | 26572 | |
| c | 23242 | |
| u | 20928 | |
| t | 16525 | 6.3% |
| o | 13788 | 5.2% |
| r | 13050 | 5.0% |
| L | 12256 | 4.7% |
| Other values (23) | 44734 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 263510 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 31935 | |
| i | 31253 | |
| s | 29227 | |
| n | 26572 | |
| c | 23242 | |
| u | 20928 | |
| t | 16525 | 6.3% |
| o | 13788 | 5.2% |
| r | 13050 | 5.0% |
| L | 12256 | 4.7% |
| Other values (23) | 44734 |
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9324818 |
| Min length | 1 |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | OD |
|---|---|
| 2nd row | OD |
| 3rd row | OD |
| 4th row | OD |
| 5th row | OD |
| Value | Count | Frequency (%) |
| lcd | 6365 | |
| onl | 4363 | |
| lec | 2851 | |
| dis | 2178 | 10.9% |
| olc | 1671 | 8.4% |
| od | 827 | 4.1% |
| lab | 706 | 3.5% |
| olb | 208 | 1.0% |
| lbd | 140 | 0.7% |
| e1 | 70 | 0.4% |
| Other values (61) | 586 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 16366 | |
| C | 10910 | |
| D | 9542 | |
| O | 7099 | |
| N | 4389 | 7.5% |
| E | 3044 | 5.2% |
| S | 2418 | 4.1% |
| I | 2186 | 3.7% |
| B | 1108 | 1.9% |
| A | 706 | 1.2% |
| Other values (18) | 779 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 58547 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 16366 | |
| C | 10910 | |
| D | 9542 | |
| O | 7099 | |
| N | 4389 | 7.5% |
| E | 3044 | 5.2% |
| S | 2418 | 4.1% |
| I | 2186 | 3.7% |
| B | 1108 | 1.9% |
| A | 706 | 1.2% |
| Other values (18) | 779 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 58547 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 16366 | |
| C | 10910 | |
| D | 9542 | |
| O | 7099 | |
| N | 4389 | 7.5% |
| E | 3044 | 5.2% |
| S | 2418 | 4.1% |
| I | 2186 | 3.7% |
| B | 1108 | 1.9% |
| A | 706 | 1.2% |
| Other values (18) | 779 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 58547 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 16366 | |
| C | 10910 | |
| D | 9542 | |
| O | 7099 | |
| N | 4389 | 7.5% |
| E | 3044 | 5.2% |
| S | 2418 | 4.1% |
| I | 2186 | 3.7% |
| B | 1108 | 1.9% |
| A | 706 | 1.2% |
| Other values (18) | 779 | 1.3% |
enrollment_status
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| UNKNOWN | |
|---|---|
| Open (Restricted) | |
| Open | |
| Closed | |
| CrossListOpen (Restricted) |
Length
| Max length | 26 |
|---|---|
| Median length | 13 |
| Mean length | 9.8755322 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Open |
|---|---|
| 2nd row | Open |
| 3rd row | Open |
| 4th row | Open |
| 5th row | Closed |
Common Values
| Value | Count | Frequency (%) |
| UNKNOWN | 5009 | |
| Open (Restricted) | 4390 | |
| Open | 4224 | |
| Closed | 4084 | |
| CrossListOpen (Restricted) | 1286 | 6.4% |
| CrossListOpen | 972 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| open | 8614 | |
| restricted | 5676 | |
| unknown | 5009 | |
| closed | 4084 | |
| crosslistopen | 2258 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 26308 | |
| s | 16534 | 8.4% |
| O | 15881 | 8.1% |
| N | 15027 | 7.6% |
| t | 13610 | 6.9% |
| p | 10872 | 5.5% |
| n | 10872 | 5.5% |
| d | 9760 | 5.0% |
| i | 7934 | 4.0% |
| r | 7934 | 4.0% |
| Other values (12) | 62433 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 197165 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 26308 | |
| s | 16534 | 8.4% |
| O | 15881 | 8.1% |
| N | 15027 | 7.6% |
| t | 13610 | 6.9% |
| p | 10872 | 5.5% |
| n | 10872 | 5.5% |
| d | 9760 | 5.0% |
| i | 7934 | 4.0% |
| r | 7934 | 4.0% |
| Other values (12) | 62433 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 197165 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 26308 | |
| s | 16534 | 8.4% |
| O | 15881 | 8.1% |
| N | 15027 | 7.6% |
| t | 13610 | 6.9% |
| p | 10872 | 5.5% |
| n | 10872 | 5.5% |
| d | 9760 | 5.0% |
| i | 7934 | 4.0% |
| r | 7934 | 4.0% |
| Other values (12) | 62433 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 197165 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 26308 | |
| s | 16534 | 8.4% |
| O | 15881 | 8.1% |
| N | 15027 | 7.6% |
| t | 13610 | 6.9% |
| p | 10872 | 5.5% |
| n | 10872 | 5.5% |
| d | 9760 | 5.0% |
| i | 7934 | 4.0% |
| r | 7934 | 4.0% |
| Other values (12) | 62433 |
start_time
Categorical
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 11:00 AM | |
|---|---|
| ARRANGED | |
| 02:00 PM | |
| 01:00 PM | |
| 10:00 AM | |
| Other values (31) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 09:00 AM |
|---|---|
| 2nd row | 12:00 PM |
| 3rd row | 01:00 PM |
| 4th row | 10:00 AM |
| 5th row | 11:00 AM |
Common Values
| Value | Count | Frequency (%) |
| 11:00 AM | 2935 | |
| ARRANGED | 2900 | |
| 02:00 PM | 2328 | |
| 01:00 PM | 1558 | |
| 10:00 AM | 1352 | |
| 09:30 AM | 1347 | |
| 09:00 AM | 1261 | 6.3% |
| 12:30 PM | 1206 | 6.0% |
| 12:00 PM | 961 | 4.8% |
| 03:30 PM | 866 | 4.3% |
| Other values (26) | 3251 |
Length
| Value | Count | Frequency (%) |
| pm | 9514 | |
| am | 7551 | |
| 11:00 | 2935 | 7.9% |
| arranged | 2900 | 7.8% |
| 02:00 | 2328 | 6.3% |
| 01:00 | 1558 | 4.2% |
| 10:00 | 1353 | 3.7% |
| 09:30 | 1347 | 3.6% |
| 09:00 | 1262 | 3.4% |
| 12:30 | 1206 | 3.3% |
| Other values (24) | 5076 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 42111 | |
| : | 17065 | |
| 17065 | ||
| M | 17065 | |
| A | 13351 | 8.4% |
| 1 | 11195 | 7.0% |
| P | 9514 | 6.0% |
| R | 5800 | 3.6% |
| 3 | 5682 | 3.6% |
| 2 | 4543 | 2.8% |
| Other values (10) | 16329 | 10.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 159720 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 42111 | |
| : | 17065 | |
| 17065 | ||
| M | 17065 | |
| A | 13351 | 8.4% |
| 1 | 11195 | 7.0% |
| P | 9514 | 6.0% |
| R | 5800 | 3.6% |
| 3 | 5682 | 3.6% |
| 2 | 4543 | 2.8% |
| Other values (10) | 16329 | 10.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 159720 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 42111 | |
| : | 17065 | |
| 17065 | ||
| M | 17065 | |
| A | 13351 | 8.4% |
| 1 | 11195 | 7.0% |
| P | 9514 | 6.0% |
| R | 5800 | 3.6% |
| 3 | 5682 | 3.6% |
| 2 | 4543 | 2.8% |
| Other values (10) | 16329 | 10.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 159720 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 42111 | |
| : | 17065 | |
| 17065 | ||
| M | 17065 | |
| A | 13351 | 8.4% |
| 1 | 11195 | 7.0% |
| P | 9514 | 6.0% |
| R | 5800 | 3.6% |
| 3 | 5682 | 3.6% |
| 2 | 4543 | 2.8% |
| Other values (10) | 16329 | 10.2% |
end_time
Text
| Distinct | 109 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.8547458 |
| Min length | 7 |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 09:50 AM |
|---|---|
| 2nd row | 12:50 PM |
| 3rd row | 01:50 PM |
| 4th row | 10:50 AM |
| 5th row | 11:50 AM |
| Value | Count | Frequency (%) |
| pm | 11285 | |
| am | 5780 | |
| unknown | 2900 | 7.8% |
| 10:50 | 2409 | 6.5% |
| 01:50 | 2147 | 5.8% |
| 11:50 | 1669 | 4.5% |
| 12:20 | 1269 | 3.4% |
| 04:50 | 1230 | 3.3% |
| 03:20 | 1126 | 3.0% |
| 02:50 | 1061 | 2.9% |
| Other values (93) | 6154 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28897 | |
| 17065 | ||
| : | 17065 | |
| M | 17065 | |
| 5 | 13393 | |
| 1 | 11844 | |
| P | 11285 | 7.2% |
| n | 8700 | 5.5% |
| 2 | 7412 | 4.7% |
| A | 5780 | 3.7% |
| Other values (10) | 18314 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 156820 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 28897 | |
| 17065 | ||
| : | 17065 | |
| M | 17065 | |
| 5 | 13393 | |
| 1 | 11844 | |
| P | 11285 | 7.2% |
| n | 8700 | 5.5% |
| 2 | 7412 | 4.7% |
| A | 5780 | 3.7% |
| Other values (10) | 18314 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 156820 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 28897 | |
| 17065 | ||
| : | 17065 | |
| M | 17065 | |
| 5 | 13393 | |
| 1 | 11844 | |
| P | 11285 | 7.2% |
| n | 8700 | 5.5% |
| 2 | 7412 | 4.7% |
| A | 5780 | 3.7% |
| Other values (10) | 18314 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 156820 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 28897 | |
| 17065 | ||
| : | 17065 | |
| M | 17065 | |
| 5 | 13393 | |
| 1 | 11844 | |
| P | 11285 | 7.2% |
| n | 8700 | 5.5% |
| 2 | 7412 | 4.7% |
| A | 5780 | 3.7% |
| Other values (10) | 18314 |
days_of_week
Categorical
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| TR | |
|---|---|
| MW | |
| Unknown | |
| MWF | |
| F | |
| Other values (24) |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 2.5621838 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | F |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | F |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| TR | 5161 | |
| MW | 2996 | |
| Unknown | 2855 | |
| MWF | 2582 | |
| F | 1792 | 9.0% |
| R | 1207 | 6.0% |
| W | 1131 | 5.7% |
| T | 962 | 4.8% |
| M | 805 | 4.0% |
| WF | 111 | 0.6% |
| Other values (19) | 363 | 1.8% |
Length
| Value | Count | Frequency (%) |
| tr | 5161 | |
| mw | 2996 | |
| unknown | 2855 | |
| mwf | 2582 | |
| f | 1792 | 9.0% |
| r | 1207 | 6.0% |
| w | 1131 | 5.7% |
| t | 962 | 4.8% |
| m | 805 | 4.0% |
| wf | 111 | 0.6% |
| Other values (19) | 363 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 8565 | |
| W | 7037 | |
| M | 6620 | |
| R | 6508 | |
| T | 6349 | |
| F | 4615 | |
| U | 2857 | 5.6% |
| k | 2855 | 5.6% |
| o | 2855 | 5.6% |
| w | 2855 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 51154 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 8565 | |
| W | 7037 | |
| M | 6620 | |
| R | 6508 | |
| T | 6349 | |
| F | 4615 | |
| U | 2857 | 5.6% |
| k | 2855 | 5.6% |
| o | 2855 | 5.6% |
| w | 2855 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 51154 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 8565 | |
| W | 7037 | |
| M | 6620 | |
| R | 6508 | |
| T | 6349 | |
| F | 4615 | |
| U | 2857 | 5.6% |
| k | 2855 | 5.6% |
| o | 2855 | 5.6% |
| w | 2855 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 51154 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 8565 | |
| W | 7037 | |
| M | 6620 | |
| R | 6508 | |
| T | 6349 | |
| F | 4615 | |
| U | 2857 | 5.6% |
| k | 2855 | 5.6% |
| o | 2855 | 5.6% |
| w | 2855 | 5.6% |
room
Text
| Distinct | 427 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 4.7500626 |
| Min length | 1 |
Unique
| Unique | 33 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Unknown |
|---|---|
| 2nd row | Unknown |
| 3rd row | Unknown |
| 4th row | Unknown |
| 5th row | Unknown |
| Value | Count | Frequency (%) |
| unknown | 7667 | |
| 100 | 239 | 1.2% |
| 103 | 192 | 1.0% |
| 1002 | 171 | 0.9% |
| 215 | 166 | 0.8% |
| 141 | 159 | 0.8% |
| 111 | 149 | 0.7% |
| 112 | 138 | 0.7% |
| 166 | 131 | 0.7% |
| 2001 | 131 | 0.7% |
| Other values (418) | 10826 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 23001 | |
| 1 | 10065 | |
| 0 | 7763 | 8.2% |
| U | 7727 | 8.1% |
| k | 7667 | 8.1% |
| w | 7667 | 8.1% |
| o | 7667 | 8.1% |
| 2 | 6322 | 6.7% |
| 3 | 5398 | 5.7% |
| 4 | 2751 | 2.9% |
| Other values (29) | 8807 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 94835 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 23001 | |
| 1 | 10065 | |
| 0 | 7763 | 8.2% |
| U | 7727 | 8.1% |
| k | 7667 | 8.1% |
| w | 7667 | 8.1% |
| o | 7667 | 8.1% |
| 2 | 6322 | 6.7% |
| 3 | 5398 | 5.7% |
| 4 | 2751 | 2.9% |
| Other values (29) | 8807 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 94835 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 23001 | |
| 1 | 10065 | |
| 0 | 7763 | 8.2% |
| U | 7727 | 8.1% |
| k | 7667 | 8.1% |
| w | 7667 | 8.1% |
| o | 7667 | 8.1% |
| 2 | 6322 | 6.7% |
| 3 | 5398 | 5.7% |
| 4 | 2751 | 2.9% |
| Other values (29) | 8807 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 94835 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 23001 | |
| 1 | 10065 | |
| 0 | 7763 | 8.2% |
| U | 7727 | 8.1% |
| k | 7667 | 8.1% |
| w | 7667 | 8.1% |
| o | 7667 | 8.1% |
| 2 | 6322 | 6.7% |
| 3 | 5398 | 5.7% |
| 4 | 2751 | 2.9% |
| Other values (29) | 8807 | 9.3% |
building
Text
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 30 |
|---|---|
| Median length | 29 |
| Mean length | 13.909992 |
| Min length | 6 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Unknown |
|---|---|
| 2nd row | Unknown |
| 3rd row | Unknown |
| 4th row | Unknown |
| 5th row | Unknown |
| Value | Count | Frequency (%) |
| unknown | 7667 | |
| hall | 4943 | 12.3% |
| building | 1766 | 4.4% |
| instructional | 1659 | 4.1% |
| business | 1189 | 3.0% |
| fac | 1189 | 3.0% |
| laboratory | 1079 | 2.7% |
| bldg | 947 | 2.4% |
| gregory | 845 | 2.1% |
| 843 | 2.1% | |
| Other values (169) | 17916 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 37697 | 13.6% |
| l | 21828 | 7.9% |
| 20150 | 7.3% | |
| o | 18838 | 6.8% |
| i | 16766 | 6.0% |
| a | 15987 | 5.8% |
| r | 14804 | 5.3% |
| e | 11897 | 4.3% |
| t | 9880 | 3.6% |
| s | 9385 | 3.4% |
| Other values (48) | 100481 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 277713 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 37697 | 13.6% |
| l | 21828 | 7.9% |
| 20150 | 7.3% | |
| o | 18838 | 6.8% |
| i | 16766 | 6.0% |
| a | 15987 | 5.8% |
| r | 14804 | 5.3% |
| e | 11897 | 4.3% |
| t | 9880 | 3.6% |
| s | 9385 | 3.4% |
| Other values (48) | 100481 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 277713 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 37697 | 13.6% |
| l | 21828 | 7.9% |
| 20150 | 7.3% | |
| o | 18838 | 6.8% |
| i | 16766 | 6.0% |
| a | 15987 | 5.8% |
| r | 14804 | 5.3% |
| e | 11897 | 4.3% |
| t | 9880 | 3.6% |
| s | 9385 | 3.4% |
| Other values (48) | 100481 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 277713 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 37697 | 13.6% |
| l | 21828 | 7.9% |
| 20150 | 7.3% | |
| o | 18838 | 6.8% |
| i | 16766 | 6.0% |
| a | 15987 | 5.8% |
| r | 14804 | 5.3% |
| e | 11897 | 4.3% |
| t | 9880 | 3.6% |
| s | 9385 | 3.4% |
| Other values (48) | 100481 |
instructors_abbr
Text
| Distinct | 6425 |
|---|---|
| Distinct (%) | 32.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 306 |
|---|---|
| Median length | 286 |
| Mean length | 15.735437 |
| Min length | 5 |
Unique
| Unique | 2874 ? |
|---|---|
| Unique (%) | 14.4% |
Sample
| 1st row | Boonsripaisal, S |
|---|---|
| 2nd row | Kang, Y |
| 3rd row | Wang, Y |
| 4th row | Boonsripaisal, S |
| 5th row | Kang, Y |
| Value | Count | Frequency (%) |
| j | 2489 | 4.7% |
| a | 2051 | 3.9% |
| m | 2025 | 3.8% |
| s | 1530 | 2.9% |
| c | 1298 | 2.5% |
| d | 1225 | 2.3% |
| k | 921 | 1.7% |
| r | 907 | 1.7% |
| l | 897 | 1.7% |
| e | 817 | 1.5% |
| Other values (7136) | 38591 |
Most occurring characters
| Value | Count | Frequency (%) |
| 32786 | 10.4% | |
| , | 30963 | 9.9% |
| e | 20139 | 6.4% |
| a | 19779 | 6.3% |
| n | 15922 | 5.1% |
| r | 15316 | 4.9% |
| i | 13818 | 4.4% |
| o | 13693 | 4.4% |
| ; | 11046 | 3.5% |
| l | 10453 | 3.3% |
| Other values (47) | 130243 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 314158 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 32786 | 10.4% | |
| , | 30963 | 9.9% |
| e | 20139 | 6.4% |
| a | 19779 | 6.3% |
| n | 15922 | 5.1% |
| r | 15316 | 4.9% |
| i | 13818 | 4.4% |
| o | 13693 | 4.4% |
| ; | 11046 | 3.5% |
| l | 10453 | 3.3% |
| Other values (47) | 130243 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 314158 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 32786 | 10.4% | |
| , | 30963 | 9.9% |
| e | 20139 | 6.4% |
| a | 19779 | 6.3% |
| n | 15922 | 5.1% |
| r | 15316 | 4.9% |
| i | 13818 | 4.4% |
| o | 13693 | 4.4% |
| ; | 11046 | 3.5% |
| l | 10453 | 3.3% |
| Other values (47) | 130243 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 314158 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 32786 | 10.4% | |
| , | 30963 | 9.9% |
| e | 20139 | 6.4% |
| a | 19779 | 6.3% |
| n | 15922 | 5.1% |
| r | 15316 | 4.9% |
| i | 13818 | 4.4% |
| o | 13693 | 4.4% |
| ; | 11046 | 3.5% |
| l | 10453 | 3.3% |
| Other values (47) | 130243 |
instructors_fn
Text
| Distinct | 4036 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 25 |
|---|---|
| Median length | 21 |
| Mean length | 15.979314 |
| Min length | 6 |
Unique
| Unique | 982 ? |
|---|---|
| Unique (%) | 4.9% |
Sample
| 1st row | Boonsripaisal, Simon |
|---|---|
| 2nd row | Kang, Yoonjung |
| 3rd row | Wang, Yu |
| 4th row | Boonsripaisal, Simon |
| 5th row | Kang, Yoonjung |
| Value | Count | Frequency (%) |
| m | 1802 | 3.4% |
| a | 1409 | 2.6% |
| j | 1405 | 2.6% |
| l | 1016 | 1.9% |
| r | 726 | 1.4% |
| c | 656 | 1.2% |
| e | 640 | 1.2% |
| s | 632 | 1.2% |
| d | 510 | 1.0% |
| k | 471 | 0.9% |
| Other values (5052) | 44234 |
Most occurring characters
| Value | Count | Frequency (%) |
| 33536 | 10.5% | |
| a | 27466 | 8.6% |
| e | 24607 | 7.7% |
| n | 21107 | 6.6% |
| , | 19928 | 6.2% |
| i | 18874 | 5.9% |
| r | 17009 | 5.3% |
| o | 13936 | 4.4% |
| l | 12730 | 4.0% |
| s | 9858 | 3.1% |
| Other values (47) | 119976 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 319027 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 33536 | 10.5% | |
| a | 27466 | 8.6% |
| e | 24607 | 7.7% |
| n | 21107 | 6.6% |
| , | 19928 | 6.2% |
| i | 18874 | 5.9% |
| r | 17009 | 5.3% |
| o | 13936 | 4.4% |
| l | 12730 | 4.0% |
| s | 9858 | 3.1% |
| Other values (47) | 119976 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 319027 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 33536 | 10.5% | |
| a | 27466 | 8.6% |
| e | 24607 | 7.7% |
| n | 21107 | 6.6% |
| , | 19928 | 6.2% |
| i | 18874 | 5.9% |
| r | 17009 | 5.3% |
| o | 13936 | 4.4% |
| l | 12730 | 4.0% |
| s | 9858 | 3.1% |
| Other values (47) | 119976 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 319027 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 33536 | 10.5% | |
| a | 27466 | 8.6% |
| e | 24607 | 7.7% |
| n | 21107 | 6.6% |
| , | 19928 | 6.2% |
| i | 18874 | 5.9% |
| r | 17009 | 5.3% |
| o | 13936 | 4.4% |
| l | 12730 | 4.0% |
| s | 9858 | 3.1% |
| Other values (47) | 119976 |
section_info
Text
| Distinct | 2516 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
Length
| Max length | 586 |
|---|---|
| Median length | 383 |
| Mean length | 81.689807 |
| Min length | 7 |
Unique
| Unique | 649 ? |
|---|---|
| Unique (%) | 3.3% |
Sample
| 1st row | Unknown |
|---|---|
| 2nd row | Unknown |
| 3rd row | Unknown |
| 4th row | Unknown |
| 5th row | Unknown |
| Value | Count | Frequency (%) |
| or | 12635 | 4.7% |
| hours | 11487 | 4.2% |
| prerequisite | 11035 | 4.1% |
| and | 8737 | 3.2% |
| credit | 8236 | 3.0% |
| of | 7379 | 2.7% |
| graduate | 6753 | 2.5% |
| for | 6099 | 2.2% |
| 4 | 5635 | 2.1% |
| math | 5489 | 2.0% |
| Other values (1766) | 187763 |
Most occurring characters
| Value | Count | Frequency (%) |
| 251389 | ||
| e | 136358 | 8.4% |
| r | 119141 | 7.3% |
| t | 91237 | 5.6% |
| o | 91077 | 5.6% |
| n | 81156 | 5.0% |
| i | 79585 | 4.9% |
| a | 72262 | 4.4% |
| s | 65744 | 4.0% |
| u | 57279 | 3.5% |
| Other values (66) | 585709 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1630937 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 251389 | ||
| e | 136358 | 8.4% |
| r | 119141 | 7.3% |
| t | 91237 | 5.6% |
| o | 91077 | 5.6% |
| n | 81156 | 5.0% |
| i | 79585 | 4.9% |
| a | 72262 | 4.4% |
| s | 65744 | 4.0% |
| u | 57279 | 3.5% |
| Other values (66) | 585709 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1630937 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 251389 | ||
| e | 136358 | 8.4% |
| r | 119141 | 7.3% |
| t | 91237 | 5.6% |
| o | 91077 | 5.6% |
| n | 81156 | 5.0% |
| i | 79585 | 4.9% |
| a | 72262 | 4.4% |
| s | 65744 | 4.0% |
| u | 57279 | 3.5% |
| Other values (66) | 585709 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1630937 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 251389 | ||
| e | 136358 | 8.4% |
| r | 119141 | 7.3% |
| t | 91237 | 5.6% |
| o | 91077 | 5.6% |
| n | 81156 | 5.0% |
| i | 79585 | 4.9% |
| a | 72262 | 4.4% |
| s | 65744 | 4.0% |
| u | 57279 | 3.5% |
| Other values (66) | 585709 |
| Distinct | 175 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
Length
| Max length | 659 |
|---|---|
| Median length | 7 |
| Mean length | 25.225344 |
| Min length | 7 |
Unique
| Unique | 25 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Unknown |
|---|---|
| 2nd row | Unknown |
| 3rd row | Unknown |
| 4th row | Unknown |
| 5th row | Unknown |
| Value | Count | Frequency (%) |
| unknown | 16656 | |
| one | 4037 | 5.3% |
| and | 3319 | 4.4% |
| for | 3235 | 4.3% |
| students | 3108 | 4.1% |
| section | 2513 | 3.3% |
| must | 2402 | 3.2% |
| register | 2178 | 2.9% |
| lecture | 2157 | 2.9% |
| the | 1509 | 2.0% |
| Other values (573) | 34566 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 78023 | |
| 55746 | 11.1% | |
| e | 40790 | 8.1% |
| o | 40771 | 8.1% |
| t | 29155 | 5.8% |
| s | 27595 | 5.5% |
| i | 24770 | 4.9% |
| r | 23992 | 4.8% |
| w | 19497 | 3.9% |
| k | 17597 | 3.5% |
| Other values (64) | 145688 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 503624 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 78023 | |
| 55746 | 11.1% | |
| e | 40790 | 8.1% |
| o | 40771 | 8.1% |
| t | 29155 | 5.8% |
| s | 27595 | 5.5% |
| i | 24770 | 4.9% |
| r | 23992 | 4.8% |
| w | 19497 | 3.9% |
| k | 17597 | 3.5% |
| Other values (64) | 145688 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 503624 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 78023 | |
| 55746 | 11.1% | |
| e | 40790 | 8.1% |
| o | 40771 | 8.1% |
| t | 29155 | 5.8% |
| s | 27595 | 5.5% |
| i | 24770 | 4.9% |
| r | 23992 | 4.8% |
| w | 19497 | 3.9% |
| k | 17597 | 3.5% |
| Other values (64) | 145688 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 503624 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 78023 | |
| 55746 | 11.1% | |
| e | 40790 | 8.1% |
| o | 40771 | 8.1% |
| t | 29155 | 5.8% |
| s | 27595 | 5.5% |
| i | 24770 | 4.9% |
| r | 23992 | 4.8% |
| w | 19497 | 3.9% |
| k | 17597 | 3.5% |
| Other values (64) | 145688 |
average_grade
Real number (ℝ)
High correlation 
| Distinct | 213 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4819374 |
| Minimum | 1.14 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 1.14 |
|---|---|
| 5-th percentile | 2.78 |
| Q1 | 3.27 |
| median | 3.55 |
| Q3 | 3.77 |
| 95-th percentile | 3.93 |
| Maximum | 4 |
| Range | 2.86 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.360474 |
|---|---|
| Coefficient of variation (CV) | 0.10352685 |
| Kurtosis | 0.90170787 |
| Mean | 3.4819374 |
| Median Absolute Deviation (MAD) | 0.24 |
| Skewness | -0.96366978 |
| Sum | 69516.88 |
| Variance | 0.12994151 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.83 | 331 | 1.7% |
| 3.67 | 275 | 1.4% |
| 3.86 | 275 | 1.4% |
| 3.76 | 272 | 1.4% |
| 3.62 | 267 | 1.3% |
| 3.91 | 264 | 1.3% |
| 3.64 | 264 | 1.3% |
| 3.92 | 263 | 1.3% |
| 3.79 | 262 | 1.3% |
| 3.81 | 251 | 1.3% |
| Other values (203) | 17241 |
| Value | Count | Frequency (%) |
| 1.14 | 1 | < 0.1% |
| 1.21 | 1 | < 0.1% |
| 1.41 | 1 | < 0.1% |
| 1.64 | 1 | < 0.1% |
| 1.75 | 1 | < 0.1% |
| 1.76 | 2 | |
| 1.78 | 3 | |
| 1.79 | 1 | < 0.1% |
| 1.83 | 1 | < 0.1% |
| 1.85 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 2 | < 0.1% |
| 3.99 | 26 | 0.1% |
| 3.98 | 81 | 0.4% |
| 3.97 | 177 | |
| 3.96 | 214 | |
| 3.95 | 191 | |
| 3.94 | 210 | |
| 3.93 | 217 | |
| 3.92 | 263 | |
| 3.91 | 264 |
a_plus
Real number (ℝ)
Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.180666 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 5025 |
| Zeros (%) | 25.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 12 |
| 95-th percentile | 42 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 17.257687 |
|---|---|
| Coefficient of variation (CV) | 1.6951432 |
| Kurtosis | 12.517179 |
| Mean | 10.180666 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.3094924 |
| Sum | 203257 |
| Variance | 297.82776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5025 | |
| 1 | 1607 | 8.0% |
| 2 | 1363 | 6.8% |
| 3 | 1215 | 6.1% |
| 4 | 1134 | 5.7% |
| 5 | 950 | 4.8% |
| 6 | 820 | 4.1% |
| 7 | 675 | 3.4% |
| 8 | 593 | 3.0% |
| 9 | 545 | 2.7% |
| Other values (91) | 6038 |
| Value | Count | Frequency (%) |
| 0 | 5025 | |
| 1 | 1607 | 8.0% |
| 2 | 1363 | 6.8% |
| 3 | 1215 | 6.1% |
| 4 | 1134 | 5.7% |
| 5 | 950 | 4.8% |
| 6 | 820 | 4.1% |
| 7 | 675 | 3.4% |
| 8 | 593 | 3.0% |
| 9 | 545 | 2.7% |
| Value | Count | Frequency (%) |
| 100 | 308 | |
| 99 | 1 | < 0.1% |
| 98 | 5 | < 0.1% |
| 97 | 1 | < 0.1% |
| 96 | 3 | < 0.1% |
| 95 | 4 | < 0.1% |
| 94 | 3 | < 0.1% |
| 93 | 3 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 7 | < 0.1% |
a
Real number (ℝ)
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.262509 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 162 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 13 |
| Q3 | 24 |
| 95-th percentile | 75 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 21.910858 |
|---|---|
| Coefficient of variation (CV) | 1.0813497 |
| Kurtosis | 5.0890498 |
| Mean | 20.262509 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 2.2783342 |
| Sum | 404541 |
| Variance | 480.08571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 998 | 5.0% |
| 8 | 983 | 4.9% |
| 6 | 937 | 4.7% |
| 7 | 927 | 4.6% |
| 9 | 887 | 4.4% |
| 4 | 830 | 4.2% |
| 10 | 827 | 4.1% |
| 3 | 756 | 3.8% |
| 11 | 742 | 3.7% |
| 100 | 702 | 3.5% |
| Other values (91) | 11376 |
| Value | Count | Frequency (%) |
| 0 | 162 | 0.8% |
| 1 | 314 | 1.6% |
| 2 | 568 | |
| 3 | 756 | |
| 4 | 830 | |
| 5 | 998 | |
| 6 | 937 | |
| 7 | 927 | |
| 8 | 983 | |
| 9 | 887 |
| Value | Count | Frequency (%) |
| 100 | 702 | |
| 99 | 5 | < 0.1% |
| 98 | 12 | 0.1% |
| 97 | 8 | < 0.1% |
| 96 | 9 | < 0.1% |
| 95 | 9 | < 0.1% |
| 94 | 8 | < 0.1% |
| 93 | 12 | 0.1% |
| 92 | 9 | < 0.1% |
| 91 | 10 | 0.1% |
a_minus
Real number (ℝ)
High correlation  Zeros 
| Distinct | 96 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6346106 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 2912 |
| Zeros (%) | 14.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 9 |
| 95-th percentile | 26 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 11.661267 |
|---|---|
| Coefficient of variation (CV) | 1.5274213 |
| Kurtosis | 25.70976 |
| Mean | 7.6346106 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 4.3709658 |
| Sum | 152425 |
| Variance | 135.98515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2912 | |
| 3 | 1989 | |
| 2 | 1833 | |
| 4 | 1735 | 8.7% |
| 1 | 1621 | 8.1% |
| 5 | 1556 | 7.8% |
| 6 | 1349 | 6.8% |
| 7 | 1046 | 5.2% |
| 8 | 876 | 4.4% |
| 9 | 669 | 3.4% |
| Other values (86) | 4379 |
| Value | Count | Frequency (%) |
| 0 | 2912 | |
| 1 | 1621 | |
| 2 | 1833 | |
| 3 | 1989 | |
| 4 | 1735 | |
| 5 | 1556 | |
| 6 | 1349 | |
| 7 | 1046 | 5.2% |
| 8 | 876 | 4.4% |
| 9 | 669 | 3.4% |
| Value | Count | Frequency (%) |
| 100 | 97 | |
| 99 | 1 | < 0.1% |
| 98 | 2 | < 0.1% |
| 97 | 1 | < 0.1% |
| 95 | 3 | < 0.1% |
| 94 | 1 | < 0.1% |
| 89 | 3 | < 0.1% |
| 88 | 3 | < 0.1% |
| 87 | 1 | < 0.1% |
| 86 | 2 | < 0.1% |
b_plus
Real number (ℝ)
High correlation  Zeros 
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3582269 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 3848 |
| Zeros (%) | 19.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 20 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 8.9145523 |
|---|---|
| Coefficient of variation (CV) | 1.6637131 |
| Kurtosis | 34.691693 |
| Mean | 5.3582269 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 4.8785993 |
| Sum | 106977 |
| Variance | 79.469243 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3848 | |
| 1 | 2992 | |
| 2 | 2532 | |
| 3 | 2139 | |
| 4 | 1624 | |
| 5 | 1301 | 6.5% |
| 6 | 932 | 4.7% |
| 7 | 680 | 3.4% |
| 8 | 582 | 2.9% |
| 9 | 437 | 2.2% |
| Other values (85) | 2898 |
| Value | Count | Frequency (%) |
| 0 | 3848 | |
| 1 | 2992 | |
| 2 | 2532 | |
| 3 | 2139 | |
| 4 | 1624 | |
| 5 | 1301 | 6.5% |
| 6 | 932 | 4.7% |
| 7 | 680 | 3.4% |
| 8 | 582 | 2.9% |
| 9 | 437 | 2.2% |
| Value | Count | Frequency (%) |
| 100 | 23 | |
| 99 | 1 | < 0.1% |
| 98 | 2 | < 0.1% |
| 97 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 93 | 2 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| 88 | 1 | < 0.1% |
b
Real number (ℝ)
High correlation  Zeros 
| Distinct | 94 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4649637 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 3085 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 25 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 11.233137 |
|---|---|
| Coefficient of variation (CV) | 1.7375406 |
| Kurtosis | 22.437944 |
| Mean | 6.4649637 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 4.2030618 |
| Sum | 129073 |
| Variance | 126.18337 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3239 | |
| 0 | 3085 | |
| 2 | 2593 | |
| 3 | 2079 | |
| 4 | 1603 | |
| 5 | 1269 | 6.4% |
| 6 | 965 | 4.8% |
| 7 | 732 | 3.7% |
| 8 | 569 | 2.8% |
| 9 | 454 | 2.3% |
| Other values (84) | 3377 |
| Value | Count | Frequency (%) |
| 0 | 3085 | |
| 1 | 3239 | |
| 2 | 2593 | |
| 3 | 2079 | |
| 4 | 1603 | |
| 5 | 1269 | 6.4% |
| 6 | 965 | 4.8% |
| 7 | 732 | 3.7% |
| 8 | 569 | 2.8% |
| 9 | 454 | 2.3% |
| Value | Count | Frequency (%) |
| 100 | 41 | |
| 97 | 2 | < 0.1% |
| 95 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 3 | < 0.1% |
| 91 | 2 | < 0.1% |
| 89 | 1 | < 0.1% |
| 88 | 3 | < 0.1% |
| 87 | 4 | < 0.1% |
| 86 | 2 | < 0.1% |
b_minus
Real number (ℝ)
High correlation  Zeros 
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.674831 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 7973 |
| Zeros (%) | 39.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 11 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.2935233 |
|---|---|
| Coefficient of variation (CV) | 1.9790123 |
| Kurtosis | 42.929849 |
| Mean | 2.674831 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.1560234 |
| Sum | 53403 |
| Variance | 28.021389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7973 | |
| 1 | 3809 | |
| 2 | 2352 | 11.8% |
| 3 | 1596 | 8.0% |
| 4 | 1010 | 5.1% |
| 5 | 694 | 3.5% |
| 6 | 461 | 2.3% |
| 7 | 334 | 1.7% |
| 8 | 276 | 1.4% |
| 9 | 207 | 1.0% |
| Other values (56) | 1253 | 6.3% |
| Value | Count | Frequency (%) |
| 0 | 7973 | |
| 1 | 3809 | |
| 2 | 2352 | 11.8% |
| 3 | 1596 | 8.0% |
| 4 | 1010 | 5.1% |
| 5 | 694 | 3.5% |
| 6 | 461 | 2.3% |
| 7 | 334 | 1.7% |
| 8 | 276 | 1.4% |
| 9 | 207 | 1.0% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 99 | 1 | |
| 82 | 2 | |
| 75 | 1 | |
| 72 | 1 | |
| 66 | 1 | |
| 64 | 1 | |
| 63 | 1 | |
| 60 | 1 | |
| 58 | 2 |
c_plus
Real number (ℝ)
High correlation  Zeros 
| Distinct | 57 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7895317 |
| Minimum | 0 |
|---|---|
| Maximum | 69 |
| Zeros | 10415 |
| Zeros (%) | 52.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 8 |
| Maximum | 69 |
| Range | 69 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 4.0909786 |
|---|---|
| Coefficient of variation (CV) | 2.286061 |
| Kurtosis | 46.895703 |
| Mean | 1.7895317 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.6040265 |
| Sum | 35728 |
| Variance | 16.736106 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10415 | |
| 1 | 3724 | 18.7% |
| 2 | 1997 | 10.0% |
| 3 | 1119 | 5.6% |
| 4 | 666 | 3.3% |
| 5 | 458 | 2.3% |
| 6 | 280 | 1.4% |
| 7 | 226 | 1.1% |
| 8 | 170 | 0.9% |
| 9 | 121 | 0.6% |
| Other values (47) | 789 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 10415 | |
| 1 | 3724 | 18.7% |
| 2 | 1997 | 10.0% |
| 3 | 1119 | 5.6% |
| 4 | 666 | 3.3% |
| 5 | 458 | 2.3% |
| 6 | 280 | 1.4% |
| 7 | 226 | 1.1% |
| 8 | 170 | 0.9% |
| 9 | 121 | 0.6% |
| Value | Count | Frequency (%) |
| 69 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 60 | 2 | |
| 59 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 54 | 2 | |
| 53 | 2 | |
| 51 | 1 | < 0.1% |
| 50 | 3 |
c
Real number (ℝ)
High correlation  Zeros 
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.35998 |
| Minimum | 0 |
|---|---|
| Maximum | 74 |
| Zeros | 9405 |
| Zeros (%) | 47.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 11 |
| Maximum | 74 |
| Range | 74 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 5.546419 |
|---|---|
| Coefficient of variation (CV) | 2.3501975 |
| Kurtosis | 30.575372 |
| Mean | 2.35998 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.9559132 |
| Sum | 47117 |
| Variance | 30.762764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9405 | |
| 1 | 4016 | |
| 2 | 2137 | 10.7% |
| 3 | 1204 | 6.0% |
| 4 | 714 | 3.6% |
| 5 | 420 | 2.1% |
| 6 | 354 | 1.8% |
| 7 | 233 | 1.2% |
| 8 | 199 | 1.0% |
| 9 | 138 | 0.7% |
| Other values (48) | 1145 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 9405 | |
| 1 | 4016 | |
| 2 | 2137 | 10.7% |
| 3 | 1204 | 6.0% |
| 4 | 714 | 3.6% |
| 5 | 420 | 2.1% |
| 6 | 354 | 1.8% |
| 7 | 233 | 1.2% |
| 8 | 199 | 1.0% |
| 9 | 138 | 0.7% |
| Value | Count | Frequency (%) |
| 74 | 1 | < 0.1% |
| 56 | 3 | < 0.1% |
| 55 | 2 | < 0.1% |
| 54 | 1 | < 0.1% |
| 53 | 6 | |
| 52 | 1 | < 0.1% |
| 51 | 4 | < 0.1% |
| 50 | 11 | |
| 49 | 7 | |
| 48 | 3 | < 0.1% |
c_minus
Real number (ℝ)
High correlation  Zeros 
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.99378913 |
| Minimum | 0 |
|---|---|
| Maximum | 52 |
| Zeros | 13268 |
| Zeros (%) | 66.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.6729988 |
|---|---|
| Coefficient of variation (CV) | 2.6897042 |
| Kurtosis | 52.339731 |
| Mean | 0.99378913 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.0302589 |
| Sum | 19841 |
| Variance | 7.1449224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13268 | |
| 1 | 3250 | 16.3% |
| 2 | 1355 | 6.8% |
| 3 | 647 | 3.2% |
| 4 | 395 | 2.0% |
| 5 | 243 | 1.2% |
| 6 | 154 | 0.8% |
| 7 | 109 | 0.5% |
| 8 | 95 | 0.5% |
| 9 | 63 | 0.3% |
| Other values (28) | 386 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 13268 | |
| 1 | 3250 | 16.3% |
| 2 | 1355 | 6.8% |
| 3 | 647 | 3.2% |
| 4 | 395 | 2.0% |
| 5 | 243 | 1.2% |
| 6 | 154 | 0.8% |
| 7 | 109 | 0.5% |
| 8 | 95 | 0.5% |
| 9 | 63 | 0.3% |
| Value | Count | Frequency (%) |
| 52 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 3 | |
| 36 | 3 | |
| 35 | 1 | < 0.1% |
| 34 | 2 | < 0.1% |
| 33 | 6 | |
| 32 | 1 | < 0.1% |
| 29 | 3 | |
| 28 | 2 | < 0.1% |
d_plus
Real number (ℝ)
Zeros 
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49366391 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 15822 |
| Zeros (%) | 79.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.563561 |
|---|---|
| Coefficient of variation (CV) | 3.167258 |
| Kurtosis | 65.257559 |
| Mean | 0.49366391 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.6076837 |
| Sum | 9856 |
| Variance | 2.4447229 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15822 | |
| 1 | 2271 | 11.4% |
| 2 | 794 | 4.0% |
| 3 | 404 | 2.0% |
| 4 | 208 | 1.0% |
| 5 | 110 | 0.6% |
| 6 | 80 | 0.4% |
| 7 | 63 | 0.3% |
| 8 | 43 | 0.2% |
| 9 | 38 | 0.2% |
| Other values (18) | 132 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 15822 | |
| 1 | 2271 | 11.4% |
| 2 | 794 | 4.0% |
| 3 | 404 | 2.0% |
| 4 | 208 | 1.0% |
| 5 | 110 | 0.6% |
| 6 | 80 | 0.4% |
| 7 | 63 | 0.3% |
| 8 | 43 | 0.2% |
| 9 | 38 | 0.2% |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 2 | |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 3 | |
| 19 | 4 | |
| 18 | 2 |
d
Real number (ℝ)
High correlation  Zeros 
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6949161 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 14264 |
| Zeros (%) | 71.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.8196419 |
|---|---|
| Coefficient of variation (CV) | 2.6185059 |
| Kurtosis | 39.649735 |
| Mean | 0.6949161 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.2791048 |
| Sum | 13874 |
| Variance | 3.3110967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14264 | |
| 1 | 3071 | 15.4% |
| 2 | 1098 | 5.5% |
| 3 | 537 | 2.7% |
| 4 | 292 | 1.5% |
| 5 | 175 | 0.9% |
| 6 | 128 | 0.6% |
| 7 | 90 | 0.5% |
| 8 | 74 | 0.4% |
| 9 | 58 | 0.3% |
| Other values (18) | 178 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 14264 | |
| 1 | 3071 | 15.4% |
| 2 | 1098 | 5.5% |
| 3 | 537 | 2.7% |
| 4 | 292 | 1.5% |
| 5 | 175 | 0.9% |
| 6 | 128 | 0.6% |
| 7 | 90 | 0.5% |
| 8 | 74 | 0.4% |
| 9 | 58 | 0.3% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 2 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 4 | |
| 20 | 4 | |
| 19 | 2 | < 0.1% |
| 18 | 7 |
d_minus
Real number (ℝ)
Zeros 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31189582 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 16769 |
| Zeros (%) | 84.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0308025 |
|---|---|
| Coefficient of variation (CV) | 3.3049578 |
| Kurtosis | 53.975452 |
| Mean | 0.31189582 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.1676 |
| Sum | 6227 |
| Variance | 1.0625538 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16769 | |
| 1 | 1960 | 9.8% |
| 2 | 606 | 3.0% |
| 3 | 253 | 1.3% |
| 4 | 132 | 0.7% |
| 5 | 83 | 0.4% |
| 6 | 49 | 0.2% |
| 8 | 27 | 0.1% |
| 7 | 26 | 0.1% |
| 9 | 16 | 0.1% |
| Other values (7) | 44 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 16769 | |
| 1 | 1960 | 9.8% |
| 2 | 606 | 3.0% |
| 3 | 253 | 1.3% |
| 4 | 132 | 0.7% |
| 5 | 83 | 0.4% |
| 6 | 49 | 0.2% |
| 7 | 26 | 0.1% |
| 8 | 27 | 0.1% |
| 9 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 15 | 4 | < 0.1% |
| 14 | 3 | < 0.1% |
| 13 | 4 | < 0.1% |
| 12 | 8 | < 0.1% |
| 11 | 8 | < 0.1% |
| 10 | 16 | |
| 9 | 16 | |
| 8 | 27 | |
| 7 | 26 |
f
Real number (ℝ)
Zeros 
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4024543 |
| Minimum | 0 |
|---|---|
| Maximum | 75 |
| Zeros | 11269 |
| Zeros (%) | 56.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 75 |
| Range | 75 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.4249202 |
|---|---|
| Coefficient of variation (CV) | 2.4420904 |
| Kurtosis | 73.908655 |
| Mean | 1.4024543 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.789768 |
| Sum | 28000 |
| Variance | 11.730078 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11269 | |
| 1 | 3776 | 18.9% |
| 2 | 1873 | 9.4% |
| 3 | 1006 | 5.0% |
| 4 | 520 | 2.6% |
| 5 | 376 | 1.9% |
| 6 | 233 | 1.2% |
| 7 | 172 | 0.9% |
| 8 | 143 | 0.7% |
| 9 | 85 | 0.4% |
| Other values (43) | 512 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 11269 | |
| 1 | 3776 | 18.9% |
| 2 | 1873 | 9.4% |
| 3 | 1006 | 5.0% |
| 4 | 520 | 2.6% |
| 5 | 376 | 1.9% |
| 6 | 233 | 1.2% |
| 7 | 172 | 0.9% |
| 8 | 143 | 0.7% |
| 9 | 85 | 0.4% |
| Value | Count | Frequency (%) |
| 75 | 1 | < 0.1% |
| 74 | 1 | < 0.1% |
| 64 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 50 | 2 | < 0.1% |
| 46 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 43 | 5 |
w
Real number (ℝ)
Zeros 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18241923 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 17651 |
| Zeros (%) | 88.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.68397627 |
|---|---|
| Coefficient of variation (CV) | 3.7494745 |
| Kurtosis | 88.199178 |
| Mean | 0.18241923 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.5203189 |
| Sum | 3642 |
| Variance | 0.46782354 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17651 | |
| 1 | 1669 | 8.4% |
| 2 | 369 | 1.8% |
| 3 | 134 | 0.7% |
| 4 | 52 | 0.3% |
| 5 | 34 | 0.2% |
| 6 | 18 | 0.1% |
| 8 | 10 | 0.1% |
| 7 | 8 | < 0.1% |
| 9 | 8 | < 0.1% |
| Other values (5) | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 17651 | |
| 1 | 1669 | 8.4% |
| 2 | 369 | 1.8% |
| 3 | 134 | 0.7% |
| 4 | 52 | 0.3% |
| 5 | 34 | 0.2% |
| 6 | 18 | 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 10 | 0.1% |
| 9 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 4 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 8 | < 0.1% |
| 8 | 10 | 0.1% |
| 7 | 8 | < 0.1% |
| 6 | 18 | |
| 5 | 34 |
Interactions
Correlations
| a | a_minus | a_plus | average_grade | b | b_minus | b_plus | c | c_minus | c_plus | course_number | crn | d | d_minus | d_plus | days_of_week | enrollment_status | f | part_of_term | section_credit_hours | section_status | section_type | start_time | term | w | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| a | 1.000 | 0.203 | -0.001 | 0.306 | 0.259 | 0.041 | 0.114 | 0.203 | 0.062 | 0.049 | 0.047 | 0.067 | 0.196 | 0.071 | 0.091 | 0.124 | 0.045 | 0.167 | 0.124 | 0.024 | 0.000 | 0.121 | 0.114 | 0.014 | 0.132 | 0.013 |
| a_minus | 0.203 | 1.000 | 0.189 | -0.228 | 0.358 | 0.524 | 0.662 | 0.204 | 0.359 | 0.419 | 0.040 | -0.067 | 0.157 | 0.242 | 0.287 | 0.097 | 0.046 | 0.199 | 0.037 | 0.042 | 0.000 | 0.107 | 0.078 | 0.006 | 0.151 | 0.000 |
| a_plus | -0.001 | 0.189 | 1.000 | 0.144 | 0.010 | 0.184 | 0.157 | 0.083 | 0.188 | 0.191 | -0.134 | 0.030 | 0.100 | 0.179 | 0.201 | 0.104 | 0.028 | 0.190 | 0.110 | 0.038 | 0.012 | 0.086 | 0.097 | 0.032 | 0.113 | 0.013 |
| average_grade | 0.306 | -0.228 | 0.144 | 1.000 | -0.550 | -0.541 | -0.415 | -0.566 | -0.500 | -0.542 | 0.110 | 0.196 | -0.449 | -0.367 | -0.411 | 0.114 | 0.093 | -0.480 | 0.073 | 0.056 | 0.000 | 0.085 | 0.077 | 0.042 | -0.164 | 0.054 |
| b | 0.259 | 0.358 | 0.010 | -0.550 | 1.000 | 0.495 | 0.494 | 0.586 | 0.383 | 0.474 | 0.015 | -0.152 | 0.433 | 0.264 | 0.329 | 0.140 | 0.058 | 0.325 | 0.166 | 0.074 | 0.000 | 0.119 | 0.079 | 0.035 | 0.221 | 0.014 |
| b_minus | 0.041 | 0.524 | 0.184 | -0.541 | 0.495 | 1.000 | 0.598 | 0.431 | 0.520 | 0.594 | -0.046 | -0.141 | 0.315 | 0.344 | 0.413 | 0.053 | 0.042 | 0.319 | 0.000 | 0.013 | 0.000 | 0.085 | 0.020 | 0.013 | 0.206 | 0.009 |
| b_plus | 0.114 | 0.662 | 0.157 | -0.415 | 0.494 | 0.598 | 1.000 | 0.319 | 0.411 | 0.545 | 0.061 | -0.125 | 0.231 | 0.274 | 0.358 | 0.095 | 0.048 | 0.230 | 0.024 | 0.040 | 0.000 | 0.098 | 0.068 | 0.000 | 0.185 | 0.012 |
| c | 0.203 | 0.204 | 0.083 | -0.566 | 0.586 | 0.431 | 0.319 | 1.000 | 0.451 | 0.473 | -0.110 | -0.124 | 0.502 | 0.332 | 0.398 | 0.124 | 0.055 | 0.409 | 0.120 | 0.097 | 0.000 | 0.113 | 0.056 | 0.009 | 0.228 | 0.023 |
| c_minus | 0.062 | 0.359 | 0.188 | -0.500 | 0.383 | 0.520 | 0.411 | 0.451 | 1.000 | 0.525 | -0.145 | -0.110 | 0.380 | 0.392 | 0.454 | 0.056 | 0.053 | 0.383 | 0.012 | 0.011 | 0.000 | 0.090 | 0.015 | 0.006 | 0.222 | 0.009 |
| c_plus | 0.049 | 0.419 | 0.191 | -0.542 | 0.474 | 0.594 | 0.545 | 0.473 | 0.525 | 1.000 | -0.097 | -0.130 | 0.356 | 0.375 | 0.463 | 0.059 | 0.051 | 0.352 | 0.000 | 0.010 | 0.000 | 0.096 | 0.019 | 0.020 | 0.213 | 0.003 |
| course_number | 0.047 | 0.040 | -0.134 | 0.110 | 0.015 | -0.046 | 0.061 | -0.110 | -0.145 | -0.097 | 1.000 | 0.131 | -0.124 | -0.151 | -0.165 | 0.301 | 0.208 | -0.245 | 0.148 | 0.211 | 0.000 | 0.165 | 0.207 | 0.086 | -0.051 | 0.009 |
| crn | 0.067 | -0.067 | 0.030 | 0.196 | -0.152 | -0.141 | -0.125 | -0.124 | -0.110 | -0.130 | 0.131 | 1.000 | -0.074 | -0.087 | -0.090 | 0.090 | 0.063 | -0.024 | 0.145 | 0.067 | 0.000 | 0.165 | 0.092 | 0.169 | -0.013 | 0.080 |
| d | 0.196 | 0.157 | 0.100 | -0.449 | 0.433 | 0.315 | 0.231 | 0.502 | 0.380 | 0.356 | -0.124 | -0.074 | 1.000 | 0.338 | 0.379 | 0.062 | 0.041 | 0.402 | 0.109 | 0.025 | 0.000 | 0.074 | 0.028 | 0.019 | 0.232 | 0.025 |
| d_minus | 0.071 | 0.242 | 0.179 | -0.367 | 0.264 | 0.344 | 0.274 | 0.332 | 0.392 | 0.375 | -0.151 | -0.087 | 0.338 | 1.000 | 0.431 | 0.050 | 0.050 | 0.329 | 0.018 | 0.015 | 0.000 | 0.079 | 0.019 | 0.000 | 0.215 | 0.030 |
| d_plus | 0.091 | 0.287 | 0.201 | -0.411 | 0.329 | 0.413 | 0.358 | 0.398 | 0.454 | 0.463 | -0.165 | -0.090 | 0.379 | 0.431 | 1.000 | 0.032 | 0.053 | 0.364 | 0.000 | 0.012 | 0.000 | 0.078 | 0.000 | 0.016 | 0.216 | 0.018 |
| days_of_week | 0.124 | 0.097 | 0.104 | 0.114 | 0.140 | 0.053 | 0.095 | 0.124 | 0.056 | 0.059 | 0.301 | 0.090 | 0.062 | 0.050 | 0.032 | 1.000 | 0.124 | 0.075 | 0.323 | 0.168 | 0.000 | 0.226 | 0.279 | 0.095 | 0.034 | 0.065 |
| enrollment_status | 0.045 | 0.046 | 0.028 | 0.093 | 0.058 | 0.042 | 0.048 | 0.055 | 0.053 | 0.051 | 0.208 | 0.063 | 0.041 | 0.050 | 0.053 | 0.124 | 1.000 | 0.035 | 0.036 | 0.171 | 0.023 | 0.163 | 0.100 | 0.045 | 0.031 | 0.354 |
| f | 0.167 | 0.199 | 0.190 | -0.480 | 0.325 | 0.319 | 0.230 | 0.409 | 0.383 | 0.352 | -0.245 | -0.024 | 0.402 | 0.329 | 0.364 | 0.075 | 0.035 | 1.000 | 0.210 | 0.000 | 0.000 | 0.061 | 0.070 | 0.000 | 0.253 | 0.024 |
| part_of_term | 0.124 | 0.037 | 0.110 | 0.073 | 0.166 | 0.000 | 0.024 | 0.120 | 0.012 | 0.000 | 0.148 | 0.145 | 0.109 | 0.018 | 0.000 | 0.323 | 0.036 | 0.210 | 1.000 | 0.186 | 0.022 | 0.273 | 0.328 | 0.024 | 0.024 | 0.000 |
| section_credit_hours | 0.024 | 0.042 | 0.038 | 0.056 | 0.074 | 0.013 | 0.040 | 0.097 | 0.011 | 0.010 | 0.211 | 0.067 | 0.025 | 0.015 | 0.012 | 0.168 | 0.171 | 0.000 | 0.186 | 1.000 | 0.012 | 0.111 | 0.094 | 0.059 | 0.001 | 0.013 |
| section_status | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.022 | 0.012 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| section_type | 0.121 | 0.107 | 0.086 | 0.085 | 0.119 | 0.085 | 0.098 | 0.113 | 0.090 | 0.096 | 0.165 | 0.165 | 0.074 | 0.079 | 0.078 | 0.226 | 0.163 | 0.061 | 0.273 | 0.111 | 0.000 | 1.000 | 0.192 | 0.069 | 0.047 | 0.251 |
| start_time | 0.114 | 0.078 | 0.097 | 0.077 | 0.079 | 0.020 | 0.068 | 0.056 | 0.015 | 0.019 | 0.207 | 0.092 | 0.028 | 0.019 | 0.000 | 0.279 | 0.100 | 0.070 | 0.328 | 0.094 | 0.000 | 0.192 | 1.000 | 0.042 | 0.022 | 0.062 |
| term | 0.014 | 0.006 | 0.032 | 0.042 | 0.035 | 0.013 | 0.000 | 0.009 | 0.006 | 0.020 | 0.086 | 0.169 | 0.019 | 0.000 | 0.016 | 0.095 | 0.045 | 0.000 | 0.024 | 0.059 | 0.000 | 0.069 | 0.042 | 1.000 | 0.039 | 0.022 |
| w | 0.132 | 0.151 | 0.113 | -0.164 | 0.221 | 0.206 | 0.185 | 0.228 | 0.222 | 0.213 | -0.051 | -0.013 | 0.232 | 0.215 | 0.216 | 0.034 | 0.031 | 0.253 | 0.024 | 0.001 | 0.000 | 0.047 | 0.022 | 0.039 | 1.000 | 0.059 |
| year | 0.013 | 0.000 | 0.013 | 0.054 | 0.014 | 0.009 | 0.012 | 0.023 | 0.009 | 0.003 | 0.009 | 0.080 | 0.025 | 0.030 | 0.018 | 0.065 | 0.354 | 0.024 | 0.000 | 0.013 | 0.000 | 0.251 | 0.062 | 0.022 | 0.059 | 1.000 |
Missing values
Sample
| year | term | crn | subject_section | course_number | course_title | description | part_of_term | degree_attributes | credit_hours | section_credit_hours | section_status | section_type | section_type_code | enrollment_status | start_time | end_time | days_of_week | room | building | instructors_abbr | instructors_fn | section_info | schedule_information | average_grade | a_plus | a | a_minus | b_plus | b | b_minus | c_plus | c | c_minus | d_plus | d | d_minus | f | w | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020 | FALL | 41758 | AD1 | 100 | Intro Asian American Studies | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. | 1.0 | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. | NaN | Unknown | A | Online Discussion | OD | Open | 09:00 AM | 09:50 AM | F | Unknown | Unknown | Boonsripaisal, S | Boonsripaisal, Simon | Unknown | Unknown | 3.55 | 10 | 9 | 4 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 |
| 1 | 2020 | FALL | 47100 | AD2 | 100 | Intro Asian American Studies | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. | 1.0 | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. | NaN | Unknown | A | Online Discussion | OD | Open | 12:00 PM | 12:50 PM | F | Unknown | Unknown | Kang, Y | Kang, Yoonjung | Unknown | Unknown | 3.28 | 2 | 11 | 2 | 2 | 5 | 1 | 0 | 2 | 0 | 0 | 1 | 0 | 1 | 0 |
| 2 | 2020 | FALL | 47102 | AD3 | 100 | Intro Asian American Studies | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. | 1.0 | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. | NaN | Unknown | A | Online Discussion | OD | Open | 01:00 PM | 01:50 PM | F | Unknown | Unknown | Wang, Y | Wang, Yu | Unknown | Unknown | 3.44 | 1 | 16 | 3 | 3 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 2 | 0 |
| 3 | 2020 | FALL | 51248 | AD4 | 100 | Intro Asian American Studies | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. | 1.0 | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. | NaN | Unknown | A | Online Discussion | OD | Open | 10:00 AM | 10:50 AM | F | Unknown | Unknown | Boonsripaisal, S | Boonsripaisal, Simon | Unknown | Unknown | 3.76 | 15 | 8 | 1 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 2020 | FALL | 51249 | AD5 | 100 | Intro Asian American Studies | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. | 1.0 | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. | NaN | Unknown | A | Online Discussion | OD | Closed | 11:00 AM | 11:50 AM | F | Unknown | Unknown | Kang, Y | Kang, Yoonjung | Unknown | Unknown | 3.52 | 4 | 14 | 4 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 |
| 5 | 2020 | FALL | 51932 | AD6 | 100 | Intro Asian American Studies | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. | 1.0 | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. | NaN | Unknown | A | Online Discussion | OD | Open | 02:00 PM | 02:50 PM | F | Unknown | Unknown | Wang, Y | Wang, Yu | Unknown | Unknown | 3.31 | 1 | 15 | 0 | 3 | 3 | 1 | 3 | 1 | 0 | 1 | 0 | 0 | 1 | 0 |
| 6 | 2020 | FALL | 59818 | AD7 | 100 | Intro Asian American Studies | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. | 1.0 | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. | NaN | Unknown | A | Online Discussion | OD | Open | 10:00 AM | 10:50 AM | F | Unknown | Unknown | Guruparan, A | Guruparan, Akil | Unknown | Unknown | 3.43 | 7 | 11 | 2 | 2 | 3 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 2 | 0 |
| 7 | 2020 | FALL | 59819 | AD8 | 100 | Intro Asian American Studies | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. | 1.0 | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. | NaN | Unknown | A | Online Discussion | OD | Open | 11:00 AM | 11:50 AM | F | Unknown | Unknown | Guruparan, A | Guruparan, Akil | Unknown | Unknown | 3.49 | 4 | 12 | 4 | 3 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
| 8 | 2020 | FALL | 59820 | AD9 | 100 | Intro Asian American Studies | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. | 1.0 | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. | NaN | Unknown | A | Online Discussion | OD | Open | 02:00 PM | 02:50 PM | F | Unknown | Unknown | Horton, C | Horton, Christina M | Unknown | Unknown | 3.63 | 2 | 14 | 3 | 2 | 5 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 9 | 2020 | FALL | 59821 | ADA | 100 | Intro Asian American Studies | Interdisciplinary introduction to the basic concepts and approaches in Asian American Studies. Surveys the various dimensions of Asian American experiences including history, social organization, literature, arts, and politics. | 1.0 | Social & Beh Sci - Soc Sci, and Cultural Studies - US Minority course. | NaN | Unknown | A | Online Discussion | OD | Open | 01:00 PM | 01:50 PM | F | Unknown | Unknown | Horton, C | Horton, Christina M | Unknown | Unknown | 3.83 | 7 | 14 | 5 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| year | term | crn | subject_section | course_number | course_title | description | part_of_term | degree_attributes | credit_hours | section_credit_hours | section_status | section_type | section_type_code | enrollment_status | start_time | end_time | days_of_week | room | building | instructors_abbr | instructors_fn | section_info | schedule_information | average_grade | a_plus | a | a_minus | b_plus | b | b_minus | c_plus | c | c_minus | d_plus | d | d_minus | f | w | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19955 | 2023 | SPRING | 55158 | AL1 | 608 | Pathobiology III | Pathology, clinical pathology, and imaging of organ systems; epidemiology and food safety; and includes an integrative laboratory covering commonly encountered problems in infectious diseases. No graduate credit. 9 professional hours. Prerequisite: VM 607 and good standing in the veterinary professional curriculum, or consent of instructor. | 2.0 | Unknown | NaN | Unknown | A | Lecture | LEC | Open (Restricted) | 08:00 AM | 08:50 AM | W | Unknown | Unknown | Barger, A;Baumgartner, W;Colegrove-Calvey, K;Connolly, S;Delaney, M;Elston, C;Foreman, J;Hague, D;Hsiao, S;Johnson-Walker, Y;Landolfi, J;Roady, P;Rosser, M;Samuelson, J;Sander, W;Schnelle, A;Smith, B;Terio, K;Varga, C;Vieson, M | Vieson, Miranda | No graduate credit. 9 professional hours. Prerequisite: VM 607 and good standing in the veterinary professional curriculum, or consent of instructor. | Unknown | 2.89 | 0 | 36 | 0 | 0 | 52 | 0 | 0 | 39 | 0 | 0 | 6 | 0 | 0 | 0 |
| 19956 | 2023 | SPRING | 55158 | AL1 | 608 | Pathobiology III | Pathology, clinical pathology, and imaging of organ systems; epidemiology and food safety; and includes an integrative laboratory covering commonly encountered problems in infectious diseases. No graduate credit. 9 professional hours. Prerequisite: VM 607 and good standing in the veterinary professional curriculum, or consent of instructor. | 2.0 | Unknown | NaN | Unknown | A | Lecture | LEC | Open (Restricted) | 08:00 AM | 11:50 AM | MF | Unknown | Unknown | Barger, A;Baumgartner, W;Colegrove-Calvey, K;Connolly, S;Delaney, M;Elston, C;Foreman, J;Hague, D;Hsiao, S;Johnson-Walker, Y;Landolfi, J;Roady, P;Rosser, M;Samuelson, J;Sander, W;Schnelle, A;Smith, B;Terio, K;Varga, C;Vieson, M | Vieson, Miranda | No graduate credit. 9 professional hours. Prerequisite: VM 607 and good standing in the veterinary professional curriculum, or consent of instructor. | Unknown | 2.89 | 0 | 36 | 0 | 0 | 52 | 0 | 0 | 39 | 0 | 0 | 6 | 0 | 0 | 0 |
| 19957 | 2023 | SPRING | 55158 | AL1 | 608 | Pathobiology III | Pathology, clinical pathology, and imaging of organ systems; epidemiology and food safety; and includes an integrative laboratory covering commonly encountered problems in infectious diseases. No graduate credit. 9 professional hours. Prerequisite: VM 607 and good standing in the veterinary professional curriculum, or consent of instructor. | 2.0 | Unknown | NaN | Unknown | A | Lecture | LEC | Open (Restricted) | 09:00 AM | 11:50 AM | TR | Unknown | Unknown | Barger, A;Baumgartner, W;Colegrove-Calvey, K;Connolly, S;Delaney, M;Elston, C;Foreman, J;Hague, D;Hsiao, S;Johnson-Walker, Y;Landolfi, J;Roady, P;Rosser, M;Samuelson, J;Sander, W;Schnelle, A;Smith, B;Terio, K;Varga, C;Vieson, M | Vieson, Miranda | No graduate credit. 9 professional hours. Prerequisite: VM 607 and good standing in the veterinary professional curriculum, or consent of instructor. | Unknown | 2.89 | 0 | 36 | 0 | 0 | 52 | 0 | 0 | 39 | 0 | 0 | 6 | 0 | 0 | 0 |
| 19958 | 2023 | SPRING | 55158 | AL1 | 608 | Pathobiology III | Pathology, clinical pathology, and imaging of organ systems; epidemiology and food safety; and includes an integrative laboratory covering commonly encountered problems in infectious diseases. No graduate credit. 9 professional hours. Prerequisite: VM 607 and good standing in the veterinary professional curriculum, or consent of instructor. | 2.0 | Unknown | NaN | Unknown | A | Lecture | LEC | Open (Restricted) | 01:00 PM | 02:50 PM | W | Unknown | Unknown | Barger, A;Baumgartner, W;Colegrove-Calvey, K;Connolly, S;Delaney, M;Elston, C;Foreman, J;Hague, D;Hsiao, S;Johnson-Walker, Y;Landolfi, J;Roady, P;Rosser, M;Samuelson, J;Sander, W;Schnelle, A;Smith, B;Terio, K;Varga, C;Vieson, M | Vieson, Miranda | No graduate credit. 9 professional hours. Prerequisite: VM 607 and good standing in the veterinary professional curriculum, or consent of instructor. | Unknown | 2.89 | 0 | 36 | 0 | 0 | 52 | 0 | 0 | 39 | 0 | 0 | 6 | 0 | 0 | 0 |
| 19959 | 2023 | SPRING | 72913 | AL1 | 655 | SA Medicine and Surgery III | Teaches the practice of Small Animal Medicine and Surgery in neurology, clinical toxicology, imaging, musculoskeletal disease, oncology, hematology, immune-related diseases, ophthalmology, and animal behavior. Surgery laboratories occur throughout this course and the companion course VM 656. No graduate credit. 7 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | 1.0 | Unknown | NaN | Unknown | A | Laboratory | LAB | Open | 08:00 AM | 11:50 AM | T | Unknown | Unknown | Cappa, T;Elston, C;Foreman, J;Foss, K;Hague, D | Ridgway, Marcella D | No graduate credit. 7 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | Unknown | 2.99 | 0 | 33 | 0 | 0 | 68 | 0 | 0 | 22 | 0 | 0 | 6 | 0 | 0 | 0 |
| 19960 | 2023 | SPRING | 72913 | AL1 | 655 | SA Medicine and Surgery III | Teaches the practice of Small Animal Medicine and Surgery in neurology, clinical toxicology, imaging, musculoskeletal disease, oncology, hematology, immune-related diseases, ophthalmology, and animal behavior. Surgery laboratories occur throughout this course and the companion course VM 656. No graduate credit. 7 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | 1.0 | Unknown | NaN | Unknown | A | Lecture | LEC | Open | 08:00 AM | 10:50 AM | F | Unknown | Unknown | Aldridge, R;Fan, T;Fick, M;Foreman, J;Foss, K;Gal, A;Garrett, L;Gleason, H;Hague, D;Haraschak, J;Keller, K;Labelle, A;Lundberg, A;McCoy, A;Moran, C;Ridgway, M;Sander, S;Selting, K;Welle, K;Wismer, T | Ridgway, Marcella D | No graduate credit. 7 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | Unknown | 2.99 | 0 | 33 | 0 | 0 | 68 | 0 | 0 | 22 | 0 | 0 | 6 | 0 | 0 | 0 |
| 19961 | 2023 | SPRING | 72913 | AL1 | 655 | SA Medicine and Surgery III | Teaches the practice of Small Animal Medicine and Surgery in neurology, clinical toxicology, imaging, musculoskeletal disease, oncology, hematology, immune-related diseases, ophthalmology, and animal behavior. Surgery laboratories occur throughout this course and the companion course VM 656. No graduate credit. 7 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | 1.0 | Unknown | NaN | Unknown | A | Lecture | LEC | Open | 09:00 AM | 10:50 AM | MW | Unknown | Unknown | Aldridge, R;Fan, T;Fick, M;Foreman, J;Foss, K;Gal, A;Garrett, L;Gleason, H;Hague, D;Haraschak, J;Keller, K;Labelle, A;Lundberg, A;McCoy, A;Moran, C;Ridgway, M;Sander, S;Selting, K;Welle, K;Wismer, T | Ridgway, Marcella D | No graduate credit. 7 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | Unknown | 2.99 | 0 | 33 | 0 | 0 | 68 | 0 | 0 | 22 | 0 | 0 | 6 | 0 | 0 | 0 |
| 19962 | 2023 | SPRING | 72913 | AL1 | 655 | SA Medicine and Surgery III | Teaches the practice of Small Animal Medicine and Surgery in neurology, clinical toxicology, imaging, musculoskeletal disease, oncology, hematology, immune-related diseases, ophthalmology, and animal behavior. Surgery laboratories occur throughout this course and the companion course VM 656. No graduate credit. 7 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | 1.0 | Unknown | NaN | Unknown | A | Lecture | LEC | Open | 01:00 PM | 01:50 PM | MTWRF | Unknown | Unknown | Aldridge, R;Fan, T;Fick, M;Foreman, J;Foss, K;Gal, A;Garrett, L;Gleason, H;Hague, D;Haraschak, J;Keller, K;Labelle, A;Lundberg, A;McCoy, A;Moran, C;Ridgway, M;Sander, S;Selting, K;Welle, K;Wismer, T | Ridgway, Marcella D | No graduate credit. 7 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | Unknown | 2.99 | 0 | 33 | 0 | 0 | 68 | 0 | 0 | 22 | 0 | 0 | 6 | 0 | 0 | 0 |
| 19963 | 2023 | SPRING | 72914 | AL1 | 656 | LA Medicine and Surgery III | Teaches the practice of Large Animal Medicine and Surgery in neurology, clinical toxicology, imaging, musculoskeletal disease, oncology, hematology, immune-related diseases, ophthalmology, and animal behavior. Surgery laboratories occur throughout this course and the companion course VM 655. No graduate credit. 3.5 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | 1.0 | Unknown | NaN | Unknown | A | Packaged Section | PKG | Open | 11:00 AM | 11:50 AM | MWF | Unknown | Unknown | Aldridge, R;Austin, S;Foreman, J;French, D;Garrett, E;Gutierrez Nibeyro, S;Lowe, J;McCoy, A;Stewart, M;Wilkins, P | Garrett, Edgar F | No graduate credit. 3.5 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | Unknown | 2.85 | 0 | 30 | 0 | 0 | 53 | 0 | 0 | 43 | 0 | 0 | 3 | 0 | 0 | 0 |
| 19964 | 2023 | SPRING | 72914 | AL1 | 656 | LA Medicine and Surgery III | Teaches the practice of Large Animal Medicine and Surgery in neurology, clinical toxicology, imaging, musculoskeletal disease, oncology, hematology, immune-related diseases, ophthalmology, and animal behavior. Surgery laboratories occur throughout this course and the companion course VM 655. No graduate credit. 3.5 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | 1.0 | Unknown | NaN | Unknown | A | Packaged Section | PKG | Open | 02:00 PM | 02:50 PM | MTWRF | Unknown | Unknown | Aldridge, R;Austin, S;Foreman, J;French, D;Garrett, E;Gutierrez Nibeyro, S;Lowe, J;McCoy, A;Stewart, M;Wilkins, P | Garrett, Edgar F | No graduate credit. 3.5 professional hours. Prerequisite: VM 653 and VM 654 and good standing in the veterinary professional curriculum, or consent of instructor. Restricted to third year veterinary students only. | Unknown | 2.85 | 0 | 30 | 0 | 0 | 53 | 0 | 0 | 43 | 0 | 0 | 3 | 0 | 0 | 0 |